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WO2012071015A1 - Méthode d'analyse d'un accident vasculaire cérébral chez un patient sur un poste de travail mobile - Google Patents

Méthode d'analyse d'un accident vasculaire cérébral chez un patient sur un poste de travail mobile Download PDF

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Publication number
WO2012071015A1
WO2012071015A1 PCT/SG2011/000416 SG2011000416W WO2012071015A1 WO 2012071015 A1 WO2012071015 A1 WO 2012071015A1 SG 2011000416 W SG2011000416 W SG 2011000416W WO 2012071015 A1 WO2012071015 A1 WO 2012071015A1
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WIPO (PCT)
Prior art keywords
radiological
images
stroke
patient
mobile workstation
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Ceased
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PCT/SG2011/000416
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English (en)
Inventor
Anand Ananthasubramaniam
Bhanu Prakash Kirgaval Nagaraja Rao
Wieslaw Lucjan Nowinski
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Agency for Science Technology and Research Singapore
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Agency for Science Technology and Research Singapore
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Publication of WO2012071015A1 publication Critical patent/WO2012071015A1/fr
Anticipated expiration legal-status Critical
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    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
    • A61B6/56—Details of data transmission or power supply, e.g. use of slip rings
    • A61B6/563—Details of data transmission or power supply, e.g. use of slip rings involving image data transmission via a network
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
    • A61B6/50—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment specially adapted for specific body parts; specially adapted for specific clinical applications
    • A61B6/501—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment specially adapted for specific body parts; specially adapted for specific clinical applications for diagnosis of the head, e.g. neuroimaging or craniography
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
    • A61B6/52—Devices using data or image processing specially adapted for radiation diagnosis
    • A61B6/5211—Devices using data or image processing specially adapted for radiation diagnosis involving processing of medical diagnostic data
    • A61B6/5217—Devices using data or image processing specially adapted for radiation diagnosis involving processing of medical diagnostic data extracting a diagnostic or physiological parameter from medical diagnostic data
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0012—Biomedical image inspection
    • G06T7/0014—Biomedical image inspection using an image reference approach
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H15/00—ICT specially adapted for medical reports, e.g. generation or transmission thereof
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H30/00—ICT specially adapted for the handling or processing of medical images
    • G16H30/20—ICT specially adapted for the handling or processing of medical images for handling medical images, e.g. DICOM, HL7 or PACS
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H30/00—ICT specially adapted for the handling or processing of medical images
    • G16H30/40—ICT specially adapted for the handling or processing of medical images for processing medical images, e.g. editing
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/60—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
    • G16H40/67—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for remote operation
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
    • A61B6/46—Arrangements for interfacing with the operator or the patient
    • A61B6/461—Displaying means of special interest
    • A61B6/463—Displaying means of special interest characterised by displaying multiple images or images and diagnostic data on one display
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
    • A61B6/46—Arrangements for interfacing with the operator or the patient
    • A61B6/461—Displaying means of special interest
    • A61B6/466—Displaying means of special interest adapted to display 3D data
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
    • A61B6/46—Arrangements for interfacing with the operator or the patient
    • A61B6/467—Arrangements for interfacing with the operator or the patient characterised by special input means
    • A61B6/469—Arrangements for interfacing with the operator or the patient characterised by special input means for selecting a region of interest [ROI]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2200/00—Indexing scheme for image data processing or generation, in general
    • G06T2200/24—Indexing scheme for image data processing or generation, in general involving graphical user interfaces [GUIs]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10072—Tomographic images
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30016—Brain

Definitions

  • the invention relates to a method for analyzing stroke in a patient at a mobile workstation.
  • This critical clinical data takes the form of radiological images and multimedia data.
  • the radiological images and multimedia data typically are of very large sizes.
  • the present invention aims to provide a new and useful method for analyzing stroke in a patient, and a mobile workstation for carrying out the method.
  • the present invention is based on the novel concept that a mobile workstation can download one or more 3-dimensional radiological datasets ("radiological volumes"), and simultaneously display multiple windows showing respective two-dimensional images which are slices of the radiological volume(s) perpendicular to respective "scrolling axes".
  • the user can select such images from the radiological volume(s) by "scrolling through” the radiological volume(s) parallel to the scrolling axis (that is, without changing the scrolling axis, incrementally varying which slice perpendicular to the scrolling axis is displayed).
  • the scrolling axis may be the axis along which the images are obtained (i.e. the "imaging axis") or may be an axis different from the imaging axis.
  • the selected images are analyzed using software in the mobile
  • a first expression of the invention proposes downloading at a mobile workstation at least part of a first radiological volume and at least part of a second radiological volume of a patient from a server. Respective images from the downloaded first and second radiological volumes are displayed in the respective first and second user interface windows and inputs then are received from a user to modify which images of the radiological volumes are displayed.
  • a first expression of the invention is a method for analyzing stroke in a patient at a mobile workstation, the mobile workstation being capable of displaying at least a first user interface window and a second user interface window, the method comprising the steps of
  • first and the second radiological volumes each being a plurality of two-dimensional images of a region of the brain of the patient taken at spaced intervals along respective scrolling axes;
  • analyzing the respective selected images of the first and second radiological volumes by comparing the selected images to identify a part of the brain of the patient that is affected by stroke, said comparing including receiving further inputs from the user;
  • a second expression of the invention proposes downloading at a mobile workstation at least part of a radiological volume of a patient from a server.
  • the radiological volume is used to produce multiple 2-dimensional images showing slices of the radiological volume perpendicular to respective multiple scrolling axes.
  • the scrolling axes are mutually orthogonal (typically, they are axes in all three of the axial, coronal and sagittal directions). This allows for a stroke site to be viewed from multiple perspectives, thus resulting in a clearer understanding of the patient's condition.
  • the images are displayed in the respective user interface windows, and inputs then are received from a user to modify which images of the radiological volume are displayed.
  • a second expression of the invention is a method for analyzing stroke in a patient at a mobile workstation, the mobile workstation being capable of displaying multiple user interface windows, the method comprising the steps of
  • One of the radiological volumes may be imaged by a technique selected from the group consisting of ultrasound, X-ray computed tomography (CT), magnetic resonance imaging (MRI), and positron emission tomography (PET).
  • CT computed tomography
  • MRI magnetic resonance imaging
  • PET positron emission tomography
  • the first and second radiological volumes may respectively be imaged by diffusion weighted imaging (DWI) and perfusion weighted imaging (PWI).
  • the first and second radiological volumes respectively are imaged by computed tomography (CT) and magnetic resonance imaging (MRI).
  • CT computed tomography
  • MRI magnetic resonance imaging
  • Such data is captured as slices perpendicular to an imaging axis, and that imaging axis may the scrolling axis referred to in the second expression of the invention.
  • the captured data may be re-expressed as a plurality of slices perpendicular to a different scrolling axis, and this different scrolling axis may be the one employed in the second statement of the invention.
  • the step of analyzing the selected images further comprises the step of
  • the step of analyzing the selected images further comprises the step of
  • the pixel information includes at least one of:
  • the step of analyzing the selected images further comprises the step of processing the drawn region of interest with a segmentation technique selected from the group consisting of:
  • the step of analyzing the selected images further comprises the step of
  • the step of overlaying an atlas over one of the selected images further comprises the steps of, in the corresponding user interface window: identifying the anterior commissure (AC) and the posterior commissure (PC) of the brain of the patient in the one of the selected images; and
  • the step of overlaying an atlas over the selected image further comprises the steps of, in the corresponding user interface window:
  • the step of analyzing the selected images further comprises the step of manipulating one of the selected images by performing an image adjustment using further user inputs, the image adjustment being one selected from the group consisting of:
  • the stroke assessment report further includes an assessment value computed using a stroke scale, the assessment value being indicative of a severity of the stroke.
  • the method further comprises the step of selecting the stroke scale from a plurality of stroke scales before producing the stroke assessment report. This allows for a variety of issues to be analyzed quantitatively.
  • the method further comprises the step of switching one of the first and second user interface windows to a text interface to show computation of the assessment value using the stroke scale. This allows for the assessment value of the stroke scale to be computed while analyzing an image of a radiological volume and/or multimedia data.
  • the method further comprises the step of switching one of the first and second user interface windows to an interface selected from the group consisting of a text interface, a video display interface, a three-dimensional display interface, and an image display interface.
  • a third expression of the invention is a mobile workstation for carrying out the methods defined above for analyzing stroke in a patient, the mobile workstation comprising
  • transceiver capable of downloading the radiological volume(s)of the patient from the server, the transceiver further being capable of uploading the stroke assessment report onto the server,
  • an input interface capable of receiving the inputs and the further inputs from the user
  • a processor containing software configured to carry out the method.
  • a fourth expression of the invention is a server programmed to enable a mobile workstation to carry out the methods defined above for analyzing stroke in a patient, the server comprising
  • transceiver configured to retrieve from another server a list of one or more clinician(s), the one or more clinician(s) each being associated with a corresponding one of a one or more mobile workstation(s);
  • processor containing software for carrying out the method for each of the one or more mobile workstation(s), the software being configured to for each of the one or more mobile workstation(s):
  • Such a server allows for the convenient broadcasting of parts of the radiological volume(s) to one or more clinician(s). Also, information overload on the one or more clinician(s) is prevented as the radiological volume(s) are pushed selectively depending on a clinician's specialization.
  • the software is further configured to for each of the one or more mobile workstation(s), process an image of the part(s) of the radiological volume(s) using an image processing algorithm. This thus alleviates the computation burden on the one or more mobile workstation (s).
  • the software is further configured to for each of the one or more mobile workstation(s), record the time when the part(s) of the radiological volume(s) is uploaded to the mobile workstation, and record the time when the stroke assessment report is downloaded from the mobile workstation. This thus allows for the time-stamping of data transactions between the mobile workstation(s), record the time when the part(s) of the radiological volume(s) is uploaded to the mobile workstation, and record the time when the stroke assessment report is downloaded from the mobile workstation. This thus allows for the time-stamping of data transactions between the mobile workstation(s), record the time when the part(s) of the radiological volume(s) is uploaded to the mobile workstation, and record the time when the stroke assessment report is downloaded from the mobile workstation. This thus allows for the time-stamping of data transactions between the mobile workstation(s), record the time when the part(s) of the radiological volume(s) is uploaded to the mobile workstation, and record the time when the stroke assessment report is downloaded from the mobile workstation.
  • a fifth expression of the invention is a method for diagnosing stroke in a patient at a mobile workstation, the mobile workstation being capable of displaying at least two user interface windows, the method comprising the steps of
  • the one of the at least two user interface windows being an interface selected from the group consisting of:
  • radiologists e.g. emergency room clinicians, surgeons and/or interventional neurologists;
  • Figure 1 is a schematic drawing of a system for analyzing stroke in a patient according to an example embodiment
  • Figure 2 is a flowchart of a method for analyzing stroke in the patient at a mobile workstation of the system of Figure 1;
  • Figure 3a is a screenshot of a user menu of software in the mobile workstation of the method of Figure 2.
  • Figure 3b is a screenshot of a table of content of an EMR View of the software of Figure 3a;
  • Figure 3c is a schematic drawing of a navigation hierarchy of the EMR View of Figure 3b;
  • Figures 4a is a screenshot of an Analysis View of the software of Figure
  • Figures 4b is a screenshot of the Analysis View of the software of Figure 3b when operating as a "Triplanar" view;
  • Figures 5 is a flowchart of optional sub-steps in an analysis step of the method of Figure 2;
  • Figure 6 is a flowchart of optional sub-steps in an atlas overlaying sub- step of Figure 5;
  • Figure 7a is a screenshot of the Analysis View of the software of Figure 3b when operating as a "Dual Window" view;
  • Figure 7b is another screenshot of the Analysis View of the software of
  • Figure 8a is a screenshot of a user interface window of the software of Figure 3b with pixel statistics overlaid;
  • Figure 8b is a screenshot of another user interface window of the software of Figure 3b where a plurality of bounding boxes are drawn;
  • Figure 9 is a schematic drawing of a navigation hierarchy for a plurality of stroke scales which are available for selection in the software of Figure 3b;
  • Figure 10 is a schematic drawing of a navigation hierarchy for a plurality of "Editing & Viewing tools" available in the software of Figure 3b;
  • Figure 11 is a schematic drawing of a navigation hierarchy for a plurality of view configurations available in the Analysis View of Figures 4a, 4b, 7a and 7b; and
  • Figure 2 is a schematic drawing of a flow of the software of Figure 3b as experienced by a user.
  • FIG. 1 shows a system 100 for analyzing stroke in a patient according to an example embodiment.
  • the system 100 comprises a central information system (CIS) 110 located in a hospital 150 and a plurality of mobile devices 120, 130 and 140 functioning as workstations.
  • the mobile devices 120, 130 and 140 may be Apple IPhones, or Apple IPads, or may be Android-based devices such as a Samsung Galaxy Pad. Typically, such devices have integrated keyboards, or display keyboards on touch-sensitive screens, and are powered by integrated battery supplies.
  • the mobile devices 120, 130 and 140 communicate with the CIS 110 via a network 162.
  • the network 162 may for example be a wireless Wi- Fi or 3G network.
  • the network 162 may also be a wired network e.g. an
  • the CIS 110 communicate with the Picture Archiving and Communication System (PACS) server (not shown) to retrieve and/or store three-dimensional radiological datasets and/or radiological images.
  • the CIS 110 acts as a gatekeeper between the PACS and each of the mobile devices 120, 130 and 140.
  • the CIS 110 monitors the data transactions between the mobile devices 120, 130 and 140 and the PACS or other information servers, and is responsible for keeping a time recording of each of the data transactions.
  • the CIS 110 also retrieves from a Hospital Information System (HIS) server (not shown) a list of clinicians. Each clinician in the list is associated with one or more mobile devices. For each clinician in the list, the CIS 110 pushes a part of the radiological data to the associated one or more mobile devices. The part of the radiological data that is pushed is determined based on an attribute of the clinician, i.e. the name of the clinician, or the specialization of the clinician. As an example, should the clinician be identified as a radiologist, the whole of the radiological data is pushed to the associated one or more mobile devices.
  • HIS Hospital Information System
  • the server has the onus of announcing the availability and facilitates the subsequent delivery of the radiological data to the mobile device(s).
  • the CIS 110 is responsible for arranging the radiological data of each patient. For each patient, the CIS 110 creates a separate directory on the PACS for storing the radiological data (e.g. volumetric radiological data, or radiological images) and other information associated with the patient. It is envisaged that the CIS 110 may be configured to have a computational power that is higher than each of the mobile devices 120, 130 and 140. Thus, the CIS 110 may be configured to perform image processing on one or more images that is contained in the radiological data of the patient. Additionally, the higher computation power may allow the CIS 110 to evaluate the radiological data of the patient (e.g. to perform automatic diagnosis) or to perform an automated editing of the radiological data.
  • the radiological data e.g. volumetric radiological data, or radiological images
  • the CIS 110 may take the form of a single server computer, or a plurality of interconnected server computers. Additionally, it is envisaged that the CIS 110 may be hosted together with the PACS and HIS on the single server computer or the plurality of interconnected server computers.
  • the mobile devices 120, 130 and 140 are each configured to run software capable of allowing a radiologist and/or clinician to analyze stroke that is present in a patient.
  • the software is capable of retrieving three-dimensional radiological datasets (radiological volumes) of the patient from the CIS 110 and displaying radiological images from the datasets in at least two user interface windows. An analysis of the displayed radiological images, using the method 200 which is shown in Figure 2, is then carried out.
  • the software is interactive in that it allows a user to visualize and work with multimedia data across a plurality of imaging techniques and view configurations.
  • the system 100 thus forms an interactive stroke suite or "iStrokeSuite" for stroke management.
  • the system 100 also includes one or more image acquisition devices (not shown) which are responsible for collecting images from the patient.
  • These devices may for example be CT or RI machines and may capture images using a variety of different imaging techniques e.g. imaging using diffusion weighted imaging (DWI) or perfusion weighted imaging (PWI).
  • the images are captured as a plurality of two-dimensional images (i.e. slices) at spaced intervals along an imaging axis of the patient. Collectively, the plurality of slices taken along an imaging axis would represent a radiological volume.
  • the images captured are then stored onto the CIS 110.
  • the system 100 further includes workstations (not shown) communicating with the CIS 110 via another network 160.
  • workstations may either be mobile or fixed workstations and are located remote from the hospital 150, for example at a clinician's home 156, or at an offsite medical services center 154, or in an ambulance 152.
  • the other network 160 is a network that permits remote access to the CIS 110 and may for example be the Internet, or a Virtual Private
  • VPN Voice over IP
  • the system 100 permits the offsite administering of medical care to stroke patients via telemedicine and further permits emergency medical care whilst the patient is in the ambulance 152 or whilst the clinician is at home 156.
  • system 100 may additionally use computer terminals (i.e. PC workstations) or use image acquisition and viewing devices (e.g. CT or MRI machines) as workstations.
  • computer terminals i.e. PC workstations
  • image acquisition and viewing devices e.g. CT or MRI machines
  • the CIS 110 does not have to be located in the hospital 150 but may be located in a remote server location. In such a case, the CIS 110 may be configured to be accessible over the Internet.
  • Figure 2 shows a method 200 for analyzing stroke in a patient at a mobile workstation 120 of the system 100.
  • the mobile workstation 120 has software configured to carrying out the method 200 with inputs received from the user.
  • step 210 at least part of one or more (preferably, two or more) radiological volumes are downloaded from the CIS 110.
  • the downloaded parts of the radiological volume(s) are each a plurality of 2D images captured by an image acquisition device at spaced intervals along a respective scrolling axis.
  • the radiological volume(s) are of the brain of the patient. Note that the term "part" is used in this document to include the case that the whole of the radiological volume is downloaded.
  • FIG 3a shows a screenshot of a user menu of the software of the workstation 120.
  • the user is allowed to access an electronic medical record (EMR) View by selecting the "EMR" option 305 from the user menu.
  • Figure 3b shows a screenshot of a table of content (TOC) of the EMR View 310 of the software.
  • the TOC displays a plurality of EMRs of one or more patients in the form of a table.
  • the TOC is populated with EMRs from a database and each of the EMRs is associated with data relating to a patient. This data comprises patient information and radiological images or videos associated with the patient.
  • the workstation 120 carries out step 210 and downloads at least part of the radiological volume(s).
  • the EMR View 310 allows the user to navigate into a plurality of data viewing and analysis sub-modes.
  • Figure 3c shows a navigation hierarchy of the EMR View 310.
  • the user is permitted to navigate from the EMR View 310 to a Text-Case Sheet view 360, an Image Data View 370, a Multimedia View 380 or an Analysis View 390.
  • the Text-Case Sheet view 360 permits the user to view a text-based case sheet of the patient while the Image Data View 370 permits images captured from the patient to be displayed.
  • the Multimedia View 380 permits the display of multimedia data relating to the patient e.g. videos taken of a patient, or a voice narration recorded by a clinician attending to the patient, or any other audio.
  • the Analysis View 390 permits the display and analysis of the parts of the radiological volume(s) which are downloaded in step 210. It is noted that the user may choose to navigate from one view to another view at any time.
  • step 220 images from the downloaded parts of the radiological volume(s) are displayed in corresponding user interface windows.
  • This is carried out by the software within the Analysis View 390. As discussed below, this may include generating new images, perpendicular to scrolling axes which are different from the imaging axes along which the data was captured.
  • Figures 4a and 4b are screenshots of the Analysis View 390 in different viewing modes.
  • Figure 4a shows the Analysis View 390 configured as a "Dual Volume" view 391. In this configuration, which is useful when there are (at least) two radiological volumes, the screen of the workstation 120 is partitioned into first and second user interface windows 410 and 412.
  • an image from the part of a first of the radiological volumes which was downloaded in step 210 is displayed in the first user interface window 410.
  • An image from the downloaded part of the second radiological volume is displayed in the second user interface window 412.
  • Figure 4b shows the Analysis View 390 configured as a "Triplanar" view 392.
  • the screen of the workstation 120 is partitioned into three user interface windows 420, 422 and 424. Images from the downloaded part of one radiological volume are displayed in the user interface windows 420, 422 and 424.
  • the respective images of the user interface windows 420, 422 and 424 are images of the radiological volume from views respectively perpendicular to the axial, coronal and sagittal directions. In other words, a single radiological volume is viewed from three perspectives.
  • the radiological data will typically have been captured as slices perpendicular to a single imaging axis, this may require that the radiological volume is processed to re-express the data as slices perpendicular to other directions. In other words, the data is re-expressed as slices along "scrolling" axes which allow the user to sequentially “scroll” through the slices along each "scrolling axis".
  • step 230 inputs are received from a user of the workstation to modify which images of the radiological volume(s) are displayed. This is carried out within the Analysis View 390 by scrolling through the images of the radiological volumes along a scrolling axis.
  • consecutively displayed images in a given user interface window are nearest neighbours along the respective scrolling axis.
  • the images (or "slices") of the radiological volumes are displayed one after another ordered according to their sequence along the respective scrolling axis. By doing so, when the user stops scrolling through one of the radiological volumes, he would have selected an image of the volume.
  • the scrolling through a radiological volume may be accomplished using the wheel button of an attached mouse, or a scroll-bar 414 corresponding to each user interface window. It is noted that the scrolling axis may be the axis along which the images are obtained (i.e. the "imaging axis") or may be an axis different from the imaging axis.
  • each user interface window is capable of displaying images from a radiological volume in a synchronized fashion with the other user interface window(s)
  • the radiological volume(s) corresponding to the other user interface window(s) would also be scrolled through.
  • the images displayed in each of the user interface windows would "evolve” through their respective radiological volumes and when the scrolling is stopped, the images displayed in each user interface window would be of the same anatomical region of the brain.
  • step 240 the images selected in step 230 of the radiological volume(s) analyzed. This is done to identify a part of the brain of the patient that is affected by stroke.
  • the analysis may be a comparison of the selected images of the respective volumes.
  • the radiological volumes corresponding to the first and second user interface windows 410 and 412 may be imaged using different techniques.
  • the two radiological volumes of the "Dual Volume" view 391 may be imaged by computed tomography (CT) and magnetic resonance imaging (MRI) respectively, or may be imaged by diffusion weighted imaging (DWI) and perfusion weighted imaging (PWI) respectively.
  • CT computed tomography
  • MRI magnetic resonance imaging
  • DWI diffusion weighted imaging
  • PWI perfusion weighted imaging
  • the size of the hemorrhage or infarction may be observed from the images displayed in the first and second user interface windows 410 and 412 and thus compared.
  • the core and penumbra of the infarction may be evaluated across the displayed images. From images of displayed in the first and second user interface windows 410 and 412, the mismatches in the DWI and PWI volumes, as well as location information about the infarction may be used by the clinician to decide on the course of treatment.
  • FIG. 10 shows a navigation hierarchy with the "Editing & Viewing tools” available.
  • the "ROI” tool is associated with sub-step 510
  • the "ROI - Stats” tool is associated with sub-steps 510 to 520
  • the "Scroll", “Pan” and “Zoom” tools are associated with sub-step 540.
  • the received further inputs are used to draw a region of interest (ROI) on one of the selected images.
  • ROI region of interest
  • the ROI may be drawn either free hand, or in the form of geometrical shapes such as an ellipse, a circle, a square, or a rectangle.
  • the ROI serves as a visual aid for future reference and may also be used to indicate a region of the brain which is afflicted with stroke.
  • sub-step 520 optionally may be performed to compute a volume of the identified part of the brain which is indicated by the drawn region of interest. This is perform using the pixel information within the drawn region of interest. These pixel information may be referred to as pixel statistics and includes the area of the drawn region of interest (i.e. the pixel count), as well as the maximum, minimum, standard deviation and mean of the values of the drawn region of interest. To obtain the volume, the area of the drawn region of interest is multiplied with the "thickness" of the selected image i.e. the distance between the selected image slice and an adjacent image slice, or the dimension of each voxel of the radiological volume.
  • the volume of the identified part of the brain is computed, the volume is then scaled according to the spacing between consecutive pixels, as well as the "slice thickness" of the associated radiological volume i.e. the size of the intervals between pairs of consecutive images of the associated radiological volume.
  • the radiological volume and the pixel statistics are then displayed overlaid on top of the image. This is illustrated in Figure 8a which shows a user interface window displaying an image of a radiological volume with pixel statistics 810 overlaid.
  • sub-step 530 may be perform to process the drawn region of interest with an image segmentation technique.
  • the image segmentation technique used may be one or more of image thresholding, the merging or clustering of anatomical regions/structures, and/or the splitting of at least one anatomical region/structure.
  • segmentation techniques are automatic. This step is useful for identifying the core and/or the infarction region, and thus permits a clinician to decide on the course of medical treatment.
  • the received further inputs may be used in sub-step 540 to manipulate one of the selected images by performing an image adjustment.
  • the image adjustment may be one or more of a panning of the image, a zooming of the image, and/or the window leveling of the image.
  • panning the image the image is moved horizontally or vertically in the plane of display within the associated user interface so that only a portion of the image is displayed within the user interface.
  • zooming the image the image is scaled by
  • the brightness and contrast of the image and/or the colour palette of the image is adjusted.
  • window leveling is especially useful if the image is of 16-bit colour resolution.
  • the dynamic range of each pixel is constrained and mapped to a smaller colour range, e.g. an 8-bit range.
  • the smaller colour range has greater contrast and thus allows features to become more easily visible.
  • the image is converted from a "continuous" mode (where each pixel is of 16-bit colour resolution) to a "discrete” mode (where there are less colours but with greater contrast between colours).
  • the "discrete" mode selectively displays only the colours associated with certain anatomical structures present in the image. It is thus used to emphasize anatomical structures or a pathological condition.
  • the step 240 may further comprise the sub-step 550 which overlays an atlas over one of the selected images i.e. the software enters an "Atlas Assisted” mode. This is done to label and/or identify one or more anatomical landmarks/structures in the image.
  • Atlas assisted analysis is advantageous as it allows a clinician to locate structures in a brain. This is especially true in the case where the radiological volumes are imaged using DWI and PWI. In this case, the radiological volumes are not morphological volumes and thus may contain distortions in the structures of the brain. The identification of the structures of the brain which are affected by stroke is thus made difficult.
  • the Analysis View 390 of the software may be said to be in the "Normal” mode where analysis of the image is able to still take place but without the use of an atlas.
  • Figure 6 shows the sub-steps 610 to 654 of the sub-step 550.
  • the received further inputs of step 240 are used to adjust at least one bounding box on the image, the at least one bounding box demarcating a portion of the brain.
  • the image contains the anterior commissure (AC) and the posterior commissure (PC) of the brain i.e. the image is an AC-PC slice.
  • AC anterior commissure
  • PC posterior commissure
  • Figure 8b a user interface window is shown displaying an AC-PC slice with a plurality of bounding boxes drawn to demarcate an anterior 850, a posterior 852, a left 854 and a right 856 portions of the brain, as well as a mid-sagittal plane 858.
  • sub-step 620 the AC and the PC of the brain of the patient are identified in the image.
  • a first and a second image from the plurality of images of the corresponding radiological volume are selected.
  • the first and second images respectively serve to demarcate an inferior and a superior boundary of the brain.
  • the atlas is drawn graphically over the image relative to the identified AC and PC i.e. the AC and PC are used as landmarks in the registration of the atlas with the image.
  • the atlas is thus said to be “wrapped” around or onto structures in the radiological volume using the boundaries defined in sub-steps 610 and 630; by demarcating the anterior 850, posterior 852, left 854 and right 856 portions of the brain, the mid-sagittal plane 858 and the inferior and superior boundaries of the brain, the boundaries for the graphical rendering of the atlas are defined. It is noted that any linear or non- linear registration technique may be used and any other structure of the brain (other than the AC and PC) may be used for registration.
  • sub-steps 610 and 630 are not essential for the operation of sub- steps 620 and 640 i.e. sub-steps 620 and 640 may be performed automatically without the need for the sub-steps 610 and 630. Additionally, sub-steps 610 to 640 may also be optional in which case in sub-step 550, the atlas may be overlaid over the image either manually by the user, or it may be overlaid automatically using a different algorithm that is known in the art. The following steps 650 to 654 are then optionally performed. In sub-step 650, the transparency of the atlas that is drawn over the image is adjusted. In sub- step 652, the atlas that is drawn is automatically labeled with the name of anatomical structures and landmarks. In sub-step 654, the user chooses to switch the atlas to another atlas. As an example, in sub-step 654, the user chooses to switch from an anatomical atlas to a blood supply atlas.
  • a stroke assessment report of the patient is produced.
  • the stroke assessment report takes the form of a text file and may contain one or more observations which are entered into software.
  • the stroke assessment report optionally may contain an assessment value that is computed using a stroke scale. This assessment value is indicative of a severity of the stroke.
  • Visual observations from the displayed radiological images may also be used as input parameters for the stroke scale. Examples of such stroke scales which take into account visual observations are: the National Institutes of Health Stroke Scale (NIHSS) - which takes into account a patient's motor function, the HAS-BLED score, and the CHA2DS2-VASc score - which may be used to analyze the infracted area with respect to the middle cerebral artery (MCA) for the purpose of thrombolysis.
  • NIHSS National Institutes of Health Stroke Scale
  • HAS-BLED score the HAS-BLED score
  • CHA2DS2-VASc score which may be used to analyze the infracted area with respect to the middle cerebral artery (MCA) for the purpose of thrombolysis.
  • the Analysis View 390 of the software is configured to display the computation of the assessment value in a text interface.
  • Figures 7a and 7b are screenshots of the Analysis View 390 in a "Dual Window" view 393 configuration. In this
  • one of the first or second user interface windows 410 and 412 displays information of a mode different from the images of the radiological volumes which are displayed in the "Dual Volume” view 392.
  • the "Dual Window” view 393 is used to display a text interface showing the computation of the assessment value. This text interface is editable so as to allow corrections to be made to the computation of the assessment value.
  • the screenshot of Figure 7a shows an example where the first user interface window 410 shows an image from an associated radiological volume while the second user interface window 420 shows a text interface showing the
  • the first user interface window 410 shows a video that is accompanied by an audio recording while the second user interface window 420 shows a text interface showing the computation of the assessment value using another stroke scale.
  • the first and second user interface windows 410 and 420 may respectively show the computation of a first and second
  • assessment values using a respective first and second stroke scales may be compared side by side.
  • the outcome of a patient according to two different stroke scales may be analyzed, or the outcome of two different patients according to a common stroke scale may also be analyzed.
  • the alternative configuration of the "Dual Volume” view 391 is advantageous because it allows for the evaluation of the condition of the patient whilst evaluating and/or update the stroke scale.
  • the user of the workstation 120 is thus capable of comparing at the workstation 120 different data sets whilst correcting the stroke scale (if necessary).
  • the first user interface window 410 is also capable of displaying multimedia information other than images from a radiological volume, the user thus is able to evaluate and/or update the stroke scale more accurately with more information at hand. It is also envisaged that the user may evaluate and/or update the stroke scale whilst physically inspecting the patient.
  • the stroke scale that is used to compute the assessment value may be selected in step 250 from a list of stroke scales before the stroke
  • Figure 9 shows a navigation hierarchy with the stroke scales which are available for selection.
  • the stroke scales that may be selected are:
  • step 260 the stroke assessment report produced in step 250 is uploaded onto the CIS 110. Should the stroke assessment report also contain an assessment value computed according to a stroke scale, the assessment value and its computation is updated into the EMR of the patient. This allows the assessment value and its computation to be retrieved for editing, or to be used in other follow-up procedures.
  • the method 200 may further also comprise after step 220, a step of saving an image from one of the two or more radiological volumes into a local storage. This step if performed after step 240 may contain the ROIs drawn (if any) encoded within the saved image.
  • the saved images are stored in a local folder which has built-in privacy features. This reduces any privacy risks in the saved images being inadvertently leaked.
  • the atlas that is overlaid may either be three-dimensional or two-dimensional.
  • the atlas may also for example be a TT88 atlas, or it may be a blood supply atlas.
  • the atlas may have a controllable transparency which prevents the atlas from occluding the image underneath it.
  • the atlas may be a perfusion map of an existing stroke and by overlaying the atlas over the image with an amount of
  • three user interface windows 420, 422 and 424 are available and they respectively display images of a radiological volume from respective views across an axial, a coronal and a sagittal planes.
  • two user interface windows 410 and 412 are available and they display respective images from a first and a second radiological volumes.
  • the first and the second radiological volumes may be imaged using a DWI and PWI, or using CT and MRI, or using any other combination of imaging techniques.
  • the user interface windows may be configured to display, image data in the first user interface window and text data in the second user interface window, or video data in the first user interface window and text data in the second user interface window, or text data in the first user interface window and text data in the second user interface window.
  • the user starts using the software.
  • the user enters the EMR View 310 by selecting the "EMR" option 305 from a user menu of the software. The user then selects an EMR and the software downloads at least part of two or more radiological volumes from the CIS 110.
  • the software is ready to display images from the at least part of the two or more radiological volumes.
  • the software enters the Analysis View 390 and the user may choose to view the downloaded radiological volumes in a
  • an atlas is overlaid or “wrapped” onto one of the selected images in 1243.
  • the user once again may choose to view the images of the two or more radiological volumes in a "Triplanar” view 392, in a "Dual Volume” view 391 , or in a "Dual Window” view.
  • the "Editing & Viewing tools” as shown in the navigation hierarchy of Figure 10 are once again available for selection.
  • the user selects a stroke scale from a list in anticipation of producing a stroke assessment report.
  • one or more of the "Editing & Viewing tools" as shown in the navigation hierarchy of Figure 10 are used.
  • the stroke assessment report is produced and in 1260, the report is uploaded onto the CIS 110.
  • the software and mobile workstation 120 may be configured to be usable offline.
  • the mobile workstation 120 and software is usable as a research and teaching tool.
  • the mobile workstation 120 may download data from the CIS 110 via a first mode of communication while upload data to the CIS 110 via a second mode of communication.
  • the first mode of communication may be configured to be of a "push" mechanism, e.g. an SMS with a link for automatic download, or a formatted email containing such a similar link.
  • communication may be an Internet connection, or a Wi-Fi or 3G data

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Abstract

La présente invention concerne une méthode permettant d'analyser un accident vasculaire cérébral chez un patient sur un poste de travail mobile. Dans une expression spécifique de l'invention, le poste de travail mobile peut télécharger un ou plusieurs ensembles de données radiologiques en 3 dimensions (« volumes radiologiques »), et afficher simultanément plusieurs fenêtres montrant des images bidimensionnelles respectives qui sont des tranches du ou des volumes radiologiques perpendiculaires aux « axes de défilement » respectifs. L'utilisateur peut ainsi sélectionner ces images parmi le ou les volumes radiologiques en « faisant défiler » le(s) volume(s) radiologique(s) parallèlement à l'axe de défilement. Les images sélectionnées sont analysées afin de générer un rapport d'évaluation d'accident vasculaire cérébral, qui est télétransmis à un serveur. Cela permet de faire analyser rapidement des images d'accident vasculaire cérébral par un expert, indépendamment du lieu où il se trouve, et même s'il est en déplacement.
PCT/SG2011/000416 2010-11-26 2011-11-25 Méthode d'analyse d'un accident vasculaire cérébral chez un patient sur un poste de travail mobile Ceased WO2012071015A1 (fr)

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